Evaluation
Ragas
Evaluate retrieval and generation quality and create test data for LLM applications.
16.1K GitHub starsAs of Checked
Where it fits
What you can use it for
Teams assessing RAG answers and retrieval quality.
Test model outputs and agent behaviour against defined criteria.
Before you adopt
What to check for your team
The last repository push was February 2026 at review. Check current integration compatibility and calibrate model-based metrics.
Get help evaluating the fitLicence and scope
Apache-2.0
Applies to this repository. Dependencies, model weights, datasets and hosted services can have separate terms.
Read the upstream licenceSupport the work
Go directly to the maintainers
Use the project's contribution guidance to report issues, help with documentation or contribute code. Follow any published funding links if you want to support the maintainers financially.
Find contribution guidanceKeep exploring
